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ORCIDSelen Ayas
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- affiliation: Karadeniz Technical University, Trabzon, Turkey
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2020 – today
- 2024
[j9]Elif Baykal Kablan
, Selen Ayas:
StainSWIN: Vision transformer-based stain normalization for histopathology image analysis. Eng. Appl. Artif. Intell. 133: 108136 (2024)- [j8]Elif Baykal Kablan, Selen Ayas:
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models. Signal Image Video Process. 18(8-9): 6353-6361 (2024) - [c11]Enis Kara, Mustafa Sinasi Ayas, Selen Ayas:
Analysis of CNN-LSTM Model Performance Under Targeted Adversarial Attacks in Water Treatment System. TSP 2024: 107-110 - 2023
- [j7]Selen Ayas:
Multiclass skin lesion classification in dermoscopic images using swin transformer model. Neural Comput. Appl. 35(9): 6713-6722 (2023) - [c10]Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci:
Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images. SIU 2023: 1-4 - [c9]Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci:
Performance Comparison of Vision Transformer-Based Models in Medical Image Classification. SIU 2023: 1-4 - [c8]Büsra Özgenç, Selen Ayas, Ramazan Özgür Dogan, Bora Çavdar, Ali Kivanç Sahin, Mustafa Sinasi Ayas:
Anomaly Detection in Predicted Water Treatment Data Using Hybrid CNN-LSTM Network Model. SIU 2023: 1-4 - 2022
- [j6]Selen Ayas, Mustafa Sinasi Ayas:
A novel bearing fault diagnosis method using deep residual learning network. Multim. Tools Appl. 81(16): 22407-22423 (2022) - [j5]Selen Ayas, Mustafa Sinasi Ayas:
A modified densenet approach with nearmiss for anomaly detection in industrial control systems. Multim. Tools Appl. 81(16): 22573-22586 (2022) - [c7]Mustafa Sinasi Ayas, Selen Ayas, Seddik M. Djouadi:
Projected Gradient Descent Adversarial Attack and Its Defense on a Fault Diagnosis System. TSP 2022: 36-39 - 2020
- [j4]Selen Ayas, Murat Ekinci:
Single image super resolution using dictionary learning and sparse coding with multi-scale and multi-directional Gabor feature representation. Inf. Sci. 512: 1264-1278 (2020) - [j3]Selen Ayas, Murat Ekinci:
Microscopic image super resolution using deep convolutional neural networks. Multim. Tools Appl. 79(21-22): 15397-15415 (2020)
2010 – 2019
- 2019
- [b1]Selen Ayas:
Öğrenme tabanlı tek görüntü süper çözünürlüğü yaklaşımlarının geliştirilmesi ve uygulanması (Development and implementation of learning based single image super resolution approaches). Karadeniz Technical University, Turkey, 2019 - 2018
- [j2]Selen Ayas, Murat Ekinci:
Single image super resolution based on sparse representation using discrete wavelet transform. Multim. Tools Appl. 77(13): 16685-16698 (2018) - [j1]Selen Ayas, Esra Tunc Gormus, Murat Ekinci:
An Efficient Pan Sharpening via Texture Based Dictionary Learning and Sparse Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(7): 2448-2460 (2018) - [c6]Selen Ayas, Murat Ekinci:
A novel sparse representation based super resolution approach using multi-scale and multi-directional feature descriptor. SIU 2018: 1-4 - [c5]Selen Ayas, Esra Tunc Gormus, Murat Ekinci:
A novel pan sharpening method via sparse representation over learned dictionary. SIU 2018: 1-4 - 2017
- [c4]Selen Ayas, Murat Ekinci:
Learning Based Single Image Super Resolution Using Discrete Wavelet Transform. CAIP (2) 2017: 462-472 - [c3]Selen Ayas, Esra Tunc Gormus, Murat Ekinci:
Pan-sharpening based on sparse representation. SIU 2017: 1-4 - 2015
- [c2]Selen Ayas, Hulya Dogan, Eyüp Gedikli, Murat Ekinci:
Microscopic image segmentation based on firefly algorithm for detection of tuberculosis bacteria. SIU 2015: 851-854 - [c1]Beste Ustubioglu, Selen Ayas, Hulya Dogan, Güzin Ulutas:
Image forgery detection based on Colour SIFT. SIU 2015: 1741-1744
Coauthor Index
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